Author

R. Dwivedi

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Preprint Aug 2026

AlignJEPA: Predictive Vision-Language Alignment for Remote Sensing Foundation Models

AlignJEPA provides a parameter-efficient route for aligning Earth observation foundation models with language by using a pretrained AnySat visual encoder and a RemoteCLIP text encoder while training only a lightweight predictive alignment network.

Md Aminur Hossain, Omkumar Vaghasiya, R. Dwivedi et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Query-Aware Token Budgeting for Efficient Late-Interaction Visual Document Retrieval

Results show that late-interaction visual retrieval benefits from query-aware allocation rather than query-agnostic pooling alone, and identifies token top-k for interactive retrieval and the naive greedy implementation as a quality upper envelope.

PS Rishi, R. Dwivedi, V. K. Kurmi · 0 citations